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Predictive coding: a theoretical and experimental review
Predictive coding offers a potentially unifying account of cortical function--postulating that the
core function of the brain is to minimize prediction errors with respect to a generative model …
core function of the brain is to minimize prediction errors with respect to a generative model …
[HTML][HTML] Continual lifelong learning with neural networks: A review
Humans and animals have the ability to continually acquire, fine-tune, and transfer
knowledge and skills throughout their lifespan. This ability, referred to as lifelong learning, is …
knowledge and skills throughout their lifespan. This ability, referred to as lifelong learning, is …
[کتاب][B] Active inference: the free energy principle in mind, brain, and behavior
T Parr, G Pezzulo, KJ Friston - 2022 - books.google.com
The first comprehensive treatment of active inference, an integrative perspective on brain,
cognition, and behavior used across multiple disciplines. Active inference is a way of …
cognition, and behavior used across multiple disciplines. Active inference is a way of …
[کتاب][B] The hidden spring: A journey to the source of consciousness
M Solms - 2021 - books.google.com
'Nobody bewitched by these mysteries can afford to ignore the solution proposed by Mark
Solms'-Oliver Burkeman, Guardian'A remarkable book. It changes everything'-Brian Eno …
Solms'-Oliver Burkeman, Guardian'A remarkable book. It changes everything'-Brian Eno …
Technological approach to mind everywhere: an experimentally-grounded framework for understanding diverse bodies and minds
Synthetic biology and bioengineering provide the opportunity to create novel embodied
cognitive systems (otherwise known as minds) in a very wide variety of chimeric …
cognitive systems (otherwise known as minds) in a very wide variety of chimeric …
World models and predictive coding for cognitive and developmental robotics: frontiers and challenges
Creating autonomous robots that can actively explore the environment, acquire knowledge
and learn skills continuously is the ultimate achievement envisioned in cognitive and …
and learn skills continuously is the ultimate achievement envisioned in cognitive and …
Thinking through other minds: A variational approach to cognition and culture
The processes underwriting the acquisition of culture remain unclear. How are shared
habits, norms, and expectations learned and maintained with precision and reliability across …
habits, norms, and expectations learned and maintained with precision and reliability across …
Active inference: a process theory
This article describes a process theory based on active inference and belief propagation.
Starting from the premise that all neuronal processing (and action selection) can be …
Starting from the premise that all neuronal processing (and action selection) can be …
[HTML][HTML] Uncertainty and stress: Why it causes diseases and how it is mastered by the brain
The term 'stress'–coined in 1936–has many definitions, but until now has lacked a
theoretical foundation. Here we present an information-theoretic approach–based on the …
theoretical foundation. Here we present an information-theoretic approach–based on the …
Deeply felt affect: The emergence of valence in deep active inference
The positive-negative axis of emotional valence has long been recognized as fundamental
to adaptive behavior, but its origin and underlying function have largely eluded formal …
to adaptive behavior, but its origin and underlying function have largely eluded formal …